The public repository for the Proteomic Data Commons UI and APIs

Code for finetuning TabPFN on one downstream tabular dataset.

Data and code for NeurIPS 2022 Paper "Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering".

Modeling, training, eval, and inference code for OLMo

OLMoE: Open Mixture-of-Experts Language Models

Everything you need to build state-of-the-art foundation models, end-to-end.

ArcheType uses LLMs to automatically assign custom labels to your tabular data

Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models

A novel approach for synthesizing tabular data using pretrained large language models

[CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks.

OMG-LLaVA and OMG-Seg codebase [CVPR-24 and NeurIPS-24]

TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.

⚡ TabPFN: Foundation Model for Tabular Data ⚡

Recipes to train reward model for RLHF.

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

state-of-the-art search over vector embeddings and structured data (SIGMOD '24)

This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes"

DSPy: The framework for programming—not prompting—language models

We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

TransGNN, SIGIR 2024

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

[ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction

Awesome-LLM-Tabular: a curated list of Large Language Model applied to Tabular Data

For calculating Shapley values via linear regression.